Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-23 0.184921 0.204481 0.225980 0.251498 0.281137 0.314689 0.355850
2025-03-02 0.145544 0.170240 0.199619 0.237657 0.286372 0.347771 0.432855
2025-03-09 0.125310 0.152557 0.186889 0.234359 0.300039 0.390549 0.530216
2025-03-16 0.112088 0.140727 0.178471 0.233498 0.314711 0.435669 0.641697
2025-03-23 0.102841 0.132451 0.172968 0.234792 0.331403 0.485955 0.775547
2025-03-30 0.092088 0.120722 0.160953 0.224377 0.327738 0.502284 0.854967
2025-04-06 0.083756 0.111481 0.151336 0.215996 0.325411 0.519604 0.941259
2025-04-13 0.077124 0.104045 0.143540 0.209297 0.324487 0.538732 1.037761
2025-04-20 0.074086 0.101575 0.142909 0.213951 0.343904 0.600591 1.257326
2025-04-27 0.072133 0.100518 0.144276 0.221989 0.370768 0.684458 1.577720
2025-05-04 0.070170 0.099243 0.145105 0.229087 0.397021 0.774636 1.976698
2025-05-11 0.068080 0.097579 0.145089 0.234571 0.420953 0.866939 2.457784
2025-05-18 0.064868 0.093978 0.141654 0.233542 0.431565 0.931377 2.907691
2025-05-25 0.060386 0.088045 0.133802 0.223231 0.420011 0.933542 3.105185
2025-06-01 0.057553 0.084657 0.130127 0.220742 0.426103 0.988473 3.619491
2025-06-08 0.055249 0.082000 0.127522 0.220081 0.436430 1.060294 4.332080
2025-06-15 0.053413 0.080010 0.125940 0.221307 0.451638 1.154201 5.358154
2025-06-22 0.050232 0.075543 0.119532 0.211704 0.437542 1.143956 5.641073
2025-06-29 0.047531 0.071780 0.114205 0.203962 0.427286 1.145094 6.041730
2025-07-06 0.045222 0.068591 0.109765 0.197767 0.420325 1.156948 6.585025
2025-07-13 0.044404 0.067964 0.110089 0.202072 0.442929 1.292690 8.780630
2025-07-20 0.043994 0.068029 0.111722 0.209501 0.476128 1.492162 12.856863
2025-07-27 0.043481 0.067876 0.112913 0.216054 0.508464 1.711619 19.304938